| Title |
A Development of Earth Parameters and Equivalent Resistivity Estimation Algorithm for ITS Facility Stabilization |
| Authors |
이종필(Lee, Jong-Pil) ; 임재윤(Lim, Jae-Yoon) ; 지평식(Ji, Pyeong-Shik) |
| DOI |
https://doi.org/10.5370/KIEEP.2013.62.4.186 |
| Keywords |
ANN ; Earth parameter ; Equivalent resistivity ; LMBP ; MLP |
| Abstract |
Earth equipments are essential to protect ITS facilities from abnormal situation. In this research, an estimation algorithm of earth parameters and equivalent resistivity is introduced. Traditional estimation methods can be divided into graphic method and numerical method. The result of graphic method is varied by the ability of expert or repeated calculation and it is hard to estimate the parameters precisely. The numerical method requires special techniques such as optimizing theory, and numerous calculations, whose results can be varied with initial values. The proposed algorithm is based on the relationship between apparent resistances and earth parameters and approximates the nonlinear characteristics of earth using ANN(artificial neural networks). The effectiveness of proposed method is verified in case studies. |